aglinxinyuan opened a new pull request, #5844:
URL: https://github.com/apache/texera/pull/5844

   ### What changes were proposed in this PR?
   
   Pin behavior of three more previously-untested visualization 
`PythonOperatorDescriptor`s in `common/workflow-operator/`. No production-code 
changes.
   
   | Spec | Source class | Tests |
   | --- | --- | --- |
   | `CarpetPlotOpDescSpec` | `CarpetPlotOpDesc` | 5 |
   | `DumbbellPlotOpDescSpec` | `DumbbellPlotOpDesc` | 5 |
   | `ParallelCoordinatesPlotOpDescSpec` | `ParallelCoordinatesPlotOpDesc` | 5 |
   
   **Behavior pinned (each descriptor)**
   
   | Surface | Contract |
   | --- | --- |
   | `operatorInfo` | exact name + visualization group (`Scientific` / `Basic` 
/ `Scientific`); one input / one output |
   | `getOutputSchemas` | single `html-content` STRING column, asserted as the 
full map keyed by `operatorInfo.outputPorts.head.id` |
   | Field defaults | Carpet `a`/`b`/`y == ""`; Dumbbell column fields `== ""` 
+ `showLegends == false`; ParallelCoordinates `dimensions` empty |
   | `generatePythonCode` | Carpet `go.Carpet(`; Dumbbell `go.Scatter(`; 
ParallelCoordinates `px.parallel_coordinates(` (structural Python only) |
   | Round-trip | config fields preserved through the polymorphic base |
   
   **Note for reviewers:** `ParallelCoordinatesPlotOpDesc.color` defaults to 
`null` and `dimensions` to empty — both are null/empty-guarded in 
`generatePythonCode`, so codegen on a fresh instance is exercised safely. 
Codegen assertions pin only structural Python, never the base64-encoded 
`EncodableString` values.
   
   ### Any related issues, documentation, discussions?
   
   Closes #5839.
   
   ### How was this PR tested?
   
   - `sbt "WorkflowOperator/testOnly 
org.apache.texera.amber.operator.visualization.carpetPlot.CarpetPlotOpDescSpec 
org.apache.texera.amber.operator.visualization.dumbbellPlot.DumbbellPlotOpDescSpec
 
org.apache.texera.amber.operator.visualization.parallelCoordinatesPlot.ParallelCoordinatesPlotOpDescSpec"`
 — 15 tests, all green
   - `sbt "WorkflowOperator/Test/scalafmtCheck"` and `sbt 
"WorkflowOperator/Test/scalafix --check"` — clean
   - CI to confirm
   
   ### Was this PR authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code (Opus 4.8 [1M context])


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